Overview

Dataset Statistics

Number of Variables 10
Number of Rows 53940
Missing Cells 0
Missing Cells (%) 0.0%
Duplicate Rows 146
Duplicate Rows (%) 0.3%
Total Size in Memory 12.2 MB
Average Row Size in Memory 237.4 B

Variable Types

Numerical 7
Categorical 3

Variables

carat

numerical

Distinct Count 273
Unique (%) 0.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 842.8 KB
Mean 0.7979
Minimum 0.2
Maximum 5.01
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 0.2
5-th Percentile 0.3
Q1 0.4
Median 0.7
Q3 1.04
95-th Percentile 1.7
Maximum 5.01
Range 4.81
IQR 0.64

Descriptive Statistics

Mean 0.7979
Standard Deviation 0.474
Variance 0.2247
Sum 43040.87
Skewness 1.1166
Kurtosis 1.2564
Coefficient of Variation 0.594

cut

categorical

Distinct Count 5
Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 3.7 MB

Length

Mean 6.2865
Standard Deviation 1.7528
Median 5
Minimum 4
Maximum 9

Sample

1st row Ideal
2nd row Premium
3rd row Good
4th row Premium
5th row Good

Letter

Count 327012
Lowercase Letter 260990
Space Separator 12082
Uppercase Letter 66022
Dash Punctuation 0
Decimal Number 0

color

categorical

Distinct Count 7
Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 3.4 MB

Length

Mean 1
Standard Deviation 0
Median 1
Minimum 1
Maximum 1

Sample

1st row E
2nd row E
3rd row E
4th row I
5th row J

Letter

Count 53940
Lowercase Letter 0
Space Separator 0
Uppercase Letter 53940
Dash Punctuation 0
Decimal Number 0

clarity

categorical

Distinct Count 8
Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 3.5 MB

Length

Mean 3.1148
Standard Deviation 0.4421
Median 3
Minimum 2
Maximum 4

Sample

1st row SI2
2nd row SI1
3rd row VS1
4th row VS2
5th row SI2

Letter

Count 115860
Lowercase Letter 0
Space Separator 0
Uppercase Letter 115860
Dash Punctuation 0
Decimal Number 52150

depth

numerical

Distinct Count 184
Unique (%) 0.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 842.8 KB
Mean 61.7494
Minimum 43
Maximum 79
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 43
5-th Percentile 59.3
Q1 61
Median 61.8
Q3 62.5
95-th Percentile 63.8
Maximum 79
Range 36
IQR 1.5

Descriptive Statistics

Mean 61.7494
Standard Deviation 1.4326
Variance 2.0524
Sum 3.3308e+06
Skewness -0.08229
Kurtosis 5.7388
Coefficient of Variation 0.0232

table

numerical

Distinct Count 127
Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 842.8 KB
Mean 57.4572
Minimum 43
Maximum 95
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 43
5-th Percentile 54
Q1 56
Median 57
Q3 59
95-th Percentile 61
Maximum 95
Range 52
IQR 3

Descriptive Statistics

Mean 57.4572
Standard Deviation 2.2345
Variance 4.9929
Sum 3.0992e+06
Skewness 0.7969
Kurtosis 2.8015
Coefficient of Variation 0.03889

price

numerical

Distinct Count 11602
Unique (%) 21.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 842.8 KB
Mean 3932.7997
Minimum 326
Maximum 18823
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 326
5-th Percentile 544
Q1 950
Median 2401
Q3 5324.25
95-th Percentile 13107.1
Maximum 18823
Range 18497
IQR 4374.25

Descriptive Statistics

Mean 3932.7997
Standard Deviation 3989.4397
Variance 1.5916e+07
Sum 2.1214e+08
Skewness 1.6184
Kurtosis 2.1774
Coefficient of Variation 1.0144

x

numerical

Distinct Count 554
Unique (%) 1.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 842.8 KB
Mean 5.7312
Minimum 0
Maximum 10.74
Zeros 8
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 0
5-th Percentile 4.29
Q1 4.71
Median 5.7
Q3 6.54
95-th Percentile 7.66
Maximum 10.74
Range 10.74
IQR 1.83

Descriptive Statistics

Mean 5.7312
Standard Deviation 1.1218
Variance 1.2583
Sum 309138.62
Skewness 0.3787
Kurtosis -0.6182
Coefficient of Variation 0.1957

y

numerical

Distinct Count 552
Unique (%) 1.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 842.8 KB
Mean 5.7345
Minimum 0
Maximum 58.9
Zeros 7
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 0
5-th Percentile 4.3
Q1 4.72
Median 5.71
Q3 6.54
95-th Percentile 7.65
Maximum 58.9
Range 58.9
IQR 1.82

Descriptive Statistics

Mean 5.7345
Standard Deviation 1.1421
Variance 1.3045
Sum 309320.33
Skewness 2.4341
Kurtosis 91.206
Coefficient of Variation 0.1992

z

numerical

Distinct Count 375
Unique (%) 0.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 842.8 KB
Mean 3.5387
Minimum 0
Maximum 31.8
Zeros 20
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 0
5-th Percentile 2.65
Q1 2.91
Median 3.53
Q3 4.04
95-th Percentile 4.73
Maximum 31.8
Range 31.8
IQR 1.13

Descriptive Statistics

Mean 3.5387
Standard Deviation 0.7057
Variance 0.498
Sum 190879.3
Skewness 1.5224
Kurtosis 47.0821
Coefficient of Variation 0.1994

Interactions

Correlations

Missing Values